{"id":"W4406853339","doi":"10.1016/j.geoderma.2025.117189","title":"Low-severity wildfire prevents catastrophic impacts on fungal communities and soil carbon stability in a fire-affected Douglas-fir ecosystem","year":2025,"lang":"en","type":"article","venue":"Geoderma","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia","funders":"Ministry of Forests, Lands, Natural Resource Operations and Rural Development; Government of Canada","keywords":"Ecosystem; Douglas fir; Environmental science; Disturbance (geology); Soil carbon; Ecology; Forestry; Agroforestry; Soil water; Geography; Soil science; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001866403,0.0002286931,0.0002165098,0.0002724031,0.0006891963,0.0006491693,0.0002966761,0.0001580786,0.0004545973],"category_scores_gemma":[0.0002631846,0.0001310805,0.0001144421,0.000161234,0.0003198461,0.0001648902,0.0002525291,0.000266532,0.00009922215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725846,"about_ca_system_score_gemma":0.001433258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2345491,"about_ca_topic_score_gemma":0.5974456,"domain_scores_codex":[0.999871,0.00001044352,0.000006669095,0.00003458633,0.00002343164,0.00005384041],"domain_scores_gemma":[0.9996583,0.00001609827,0.00006310516,0.00001952656,0.00007549846,0.000167262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001143931,0.0003213749,0.5714943,0.00007571428,0.00008910881,0.0001972835,0.0005048346,0.0006655694,0.4060484,0.00008065049,0.0002720135,0.01910678],"study_design_scores_gemma":[0.000003272963,0.00005878933,0.9970931,0.000002922026,0.00000905012,0.00002355934,0.0002013974,0.0002300247,0.002225766,0.00001230509,0.0001371755,0.000002673733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997252,0.00003568013,0.00003146686,0.000004699205,6.195303e-7,0.000002321342,0.00005092435,0.000003012035,0.000146101],"genre_scores_gemma":[0.9994105,0.00003735186,0.0001216819,0.000013303,6.31606e-7,0.000002243834,0.0001672146,0.000001334493,0.0002458386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2345491,"threshold_uncertainty_score":0.4663677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006237376126890668,"score_gpt":0.2065622593499001,"score_spread":0.2003248832230094,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}